JP2017524196A - コンテキストフィーチャを用いた画像解析システム - Google Patents

コンテキストフィーチャを用いた画像解析システム Download PDF

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Publication number
JP2017524196A
JP2017524196A JP2017506348A JP2017506348A JP2017524196A JP 2017524196 A JP2017524196 A JP 2017524196A JP 2017506348 A JP2017506348 A JP 2017506348A JP 2017506348 A JP2017506348 A JP 2017506348A JP 2017524196 A JP2017524196 A JP 2017524196A
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feature
context
image
classifier
features
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Japanese (ja)
Inventor
シュリーニヴァース チャッカ，
シュリーニヴァース チャッカ，
ヤオ ニエ，
ヤオ ニエ，
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ヴェンタナ メディカル システムズ， インク．
ヴェンタナ メディカル システムズ， インク．
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Publication of JP2017524196A publication Critical patent/JP2017524196A/ja
Priority to JP2020136840A priority Critical patent/JP7335855B2/ja
Priority to JP2022162165A priority patent/JP7466606B2/ja
Withdrawn legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/698—Matching; Classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/809—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2411—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
JP2017506348A 2014-08-04 2015-08-04 コンテキストフィーチャを用いた画像解析システム Withdrawn JP2017524196A (ja)

Priority Applications (2)

Application Number Priority Date Filing Date Title
JP2020136840A JP7335855B2 (ja) 2014-08-04 2020-08-13 コンテキストフィーチャを用いた画像解析システム
JP2022162165A JP7466606B2 (ja) 2014-08-04 2022-10-07 コンテキストフィーチャを用いた画像解析システム

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201462032897P 2014-08-04 2014-08-04
US62/032,897 2014-08-04
PCT/EP2015/067972 WO2016020391A2 (fr) 2014-08-04 2015-08-04 Système d'analyse d'image utilisant des caractéristiques de contexte

Related Child Applications (1)

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JP2020136840A Division JP7335855B2 (ja) 2014-08-04 2020-08-13 コンテキストフィーチャを用いた画像解析システム

Publications (1)

Publication Number Publication Date
JP2017524196A true JP2017524196A (ja) 2017-08-24

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JP2017506348A Withdrawn JP2017524196A (ja) 2014-08-04 2015-08-04 コンテキストフィーチャを用いた画像解析システム
JP2020136840A Active JP7335855B2 (ja) 2014-08-04 2020-08-13 コンテキストフィーチャを用いた画像解析システム
JP2022162165A Active JP7466606B2 (ja) 2014-08-04 2022-10-07 コンテキストフィーチャを用いた画像解析システム

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JP2020136840A Active JP7335855B2 (ja) 2014-08-04 2020-08-13 コンテキストフィーチャを用いた画像解析システム
JP2022162165A Active JP7466606B2 (ja) 2014-08-04 2022-10-07 コンテキストフィーチャを用いた画像解析システム

Country Status (6)

Country Link
US (1) US10565429B2 (fr)
EP (2) EP3178035B1 (fr)
JP (3) JP2017524196A (fr)
AU (1) AU2015299073A1 (fr)
CA (1) CA2951600C (fr)
WO (1) WO2016020391A2 (fr)

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US10055669B2 (en) * 2016-08-12 2018-08-21 Qualcomm Incorporated Methods and systems of determining a minimum blob size in video analytics
US10726573B2 (en) 2016-08-26 2020-07-28 Pixart Imaging Inc. Object detection method and system based on machine learning
CN107786867A (zh) * 2016-08-26 2018-03-09 原相科技股份有限公司 基于深度学习架构的图像辨识方法及系统
CN107785016A (zh) * 2016-08-31 2018-03-09 株式会社东芝 训练神经网络辅助模型的方法和装置及语音识别方法和装置
WO2018128091A1 (fr) * 2017-01-05 2018-07-12 コニカミノルタ株式会社 Programme d'analyse d'image et procédé d'analyse d'image
BR112019018869A2 (pt) * 2017-03-12 2020-04-14 Ilytica Llc método para determinar a presença ou concentração de pelo menos um analito em uma amostra, método para determinar a presença ou concentração de antígeno em uma amostra, método para determinar a presença ou concentração de uma sequência de nucleotídeos alvo em uma amostra e sistema de ensaio digital para determinar uma concentração de analito em uma amostra
WO2018189875A1 (fr) * 2017-04-14 2018-10-18 株式会社日立ハイテクノロジーズ Dispositif de capture d'image et procédé d'affichage de données de caractéristiques morphologiques
US11443179B2 (en) * 2017-05-19 2022-09-13 Tata Consultancy Services Limited Simultaneous multi-class learning for data classification
US11410073B1 (en) * 2017-05-31 2022-08-09 The Mathworks, Inc. Systems and methods for robust feature selection
US10885619B2 (en) 2017-10-17 2021-01-05 Photo Butler, Inc. Context-based imagery selection
WO2019102042A1 (fr) * 2017-11-27 2019-05-31 Deciphex Criblage automatisé d'échantillons de tissu histopathologique par l'intermédiaire de mesures de performance de classificateur
ES2684373B2 (es) * 2017-12-19 2019-05-27 Univ Leon Procedimiento y sistema de vision artificial para la descripcion y clasificacion automatica de tejidos no patologicos del sistema cardiovascular humano
WO2019169157A1 (fr) * 2018-02-28 2019-09-06 Visiongate, Inc. Détection morphométrique d'un changement associé à une malignité
WO2020046773A1 (fr) 2018-08-31 2020-03-05 Ventana Medical Systems, Inc. Interface de pathologie numérique contextuellement adaptative
US10769432B2 (en) * 2018-10-10 2020-09-08 Drvision Technologies Llc Automated parameterization image pattern recognition method
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WO2021070505A1 (fr) * 2019-10-07 2021-04-15 パナソニックＩｐマネジメント株式会社 Système de classification, procédé de classification, et programme
US11295430B2 (en) 2020-05-20 2022-04-05 Bank Of America Corporation Image analysis architecture employing logical operations
US11379697B2 (en) 2020-05-20 2022-07-05 Bank Of America Corporation Field programmable gate array architecture for image analysis
AU2021292302A1 (en) * 2020-06-19 2022-12-08 PAIGE.AI, Inc. Systems and methods to process electronic images to produce a tissue map visualization
CN113050594B (zh) * 2021-03-11 2022-04-19 北京航空航天大学 一种矢量喷管控制系统的多信息融合故障诊断方法及系统
US11960576B2 (en) * 2021-07-20 2024-04-16 Inception Institute of Artificial Intelligence Ltd Activity recognition in dark video based on both audio and video content

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Also Published As

Publication number Publication date
JP2023024969A (ja) 2023-02-21
CA2951600C (fr) 2022-12-06
EP3779779A1 (fr) 2021-02-17
JP7335855B2 (ja) 2023-08-30
JP7466606B2 (ja) 2024-04-12
AU2015299073A1 (en) 2016-12-15
WO2016020391A2 (fr) 2016-02-11
US10565429B2 (en) 2020-02-18
EP3178035A2 (fr) 2017-06-14
WO2016020391A3 (fr) 2016-03-31
CA2951600A1 (fr) 2016-02-11
EP3178035B1 (fr) 2020-09-23
JP2020205063A (ja) 2020-12-24
US20170243051A1 (en) 2017-08-24

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